Residential building flood damage: Insights on processes and implications for risk assessments

被引:15
|
作者
Paulik, Ryan [1 ,2 ]
Wild, Alec [2 ]
Zorn, Conrad [1 ]
Wotherspoon, Liam [1 ]
机构
[1] Univ Auckland, Fac Engn, Dept Civil & Environm Engn, 20 Symonds St, Auckland 1010, New Zealand
[2] Natl Inst Water & Atmospher Res NIWA, Wellington, New Zealand
来源
JOURNAL OF FLOOD RISK MANAGEMENT | 2022年 / 15卷 / 04期
关键词
damage assessment; damage curves; damage models; flood damage; New Zealand; residential buildings; MODEL;
D O I
10.1111/jfr3.12832
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Flood damage assessments provide critical insights on processes controlling building damage and loss. Here, we present a novel damage assessment approach to develop an empirical residential building damage database from five flood events in New Zealand. Object-level damage data was collected for flood hazard and building characteristics, along with relative building component and sub-components damage ratios. A Random Forest Model and Spearman's Rank correlation test were applied to analyse damage data variable importance and monotonic relationships. Model and test results reveal flood inundation depth above first finished floor level is highly important and strongly correlated with total building damage ratios while flow velocity is important for structure component damage. Internal finishes components contribute highly to total building damage ratios as higher value sub-component materials are susceptible to direct damage from water contact and indirect damage during repair. The empirical damage data has several implications for damage model development due to the limited heterogeneity of flood hazard intensities and building attributes observed. Extending empirical damage data with synthetic damage data in future would support development of more representative object-specific damage models to evaluate direct tangible damages for local contexts.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Integrating asset-specific flood vulnerability assessments with value-based preservation processes to develop the Heritage Building Flood Robustness Toolkit
    Snelling, Robert
    Rismanchi, Behzad
    Holzer, Dominik
    JOURNAL OF CULTURAL HERITAGE, 2024, 66 : 282 - 293
  • [32] Distributions of Flood Risk: The Implications of Alternative Measures of Flood Risk
    Noonan, Douglas
    Richardson, Lilliard
    Sun, Pin
    WATER ECONOMICS AND POLICY, 2022, 08 (03)
  • [33] Depth-Damage Curve for Flood Damage Assessments Industrial and Commercial Sectors
    Chang, Ling-Fang
    Kang, Jui-Lin
    Su, Ming-Daw
    PROCEEDINGS OF THE 4TH IASME/WSEAS INTERNATIONAL CONFERENCE ON WATER RESOURCES, HYDRAULICS AND HYDROLOGY, 2009, : 141 - +
  • [34] The 2021 flood: engineering analysis of building damage
    Maiwald, Holger
    Schwarz, Jochen
    Abrahamczyk, Lars
    Kaufmann, Christian
    BAUTECHNIK, 2022, 99 (12) : 878 - 890
  • [35] Prognosis of building damage due to flood impact
    Schwarz, Jochen
    Maiwald, Holger
    BAUTECHNIK, 2007, 84 (07) : 450 - 464
  • [36] The Effect of Flood Risk on Residential Land Prices
    Wei, Fang
    Zhao, Lvwang
    LAND, 2022, 11 (10)
  • [37] Drivers of flood risk change in residential areas
    Elmer, F.
    Hoymann, J.
    Duethmann, D.
    Vorogushyn, S.
    Kreibich, H.
    NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2012, 12 (05) : 1641 - 1657
  • [38] Is it the flood, or the disclosure? An inquiry to the impact of flood risk on residential housing prices
    Hsieh, Lin -Han Chiang
    LAND USE POLICY, 2021, 106
  • [39] Building climate change into risk assessments
    Coletti, Alex
    De Nicola, Antonio
    Villani, Maria Luisa
    NATURAL HAZARDS, 2016, 84 (02) : 1307 - 1325
  • [40] Building climate change into risk assessments
    Alex Coletti
    Antonio De Nicola
    Maria Luisa Villani
    Natural Hazards, 2016, 84 : 1307 - 1325